Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
PMLB ANL BGQ Mira 32768 1024 32 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2399462102130508 0.0 0.0 0.003414100348734 0.0158154753836616 0.0 0.0 1.681167288e-07 0.0235366851256542 0.2183568253671042 0.0 0.0 0.0 0.0037988527691513 0.0023483583289664 0.0124298214030128 0.6848042068647838 0.0032699343156987 0.0090389383653525 0.0 0.0 0.0 0.0 0.000333703072821 0.0266847179089192 0.0 0.0 0.0116573838248337 0.0 0.0 0.0185475837544562 0.0 0.0 4.9617025473e-06 0.0 0.0 0.0 0.0 0.036797828802039 0.0222135544367005 0.0 2.93781359e-08 0.0 6.709891337e-10 48.760577 28.516376 7.268369 1024 32 13554769433.965872285
PMLB ANL BGQ Mira 32768 512 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.237575513058292 0.0 0.0 0.0024626796596893 0.0141389172907992 0.0 0.0 1.202579213e-07 0.0221697611081564 0.1846059666102482 0.0 0.0 0.0 0.0038270590726269 0.0021896490028448 0.008836394785836 0.7249402225933931 0.0032952213249137 0.0082923441831977 0.0 0.0 0.0 0.0 0.0002570291868948 0.023322385829245 0.0 0.0 0.011090269227289 0.0 0.0 0.0129580567303528 0.0 0.0 1.18297945245e-05 0.0 0.0 0.0 0.0 0.0316283448103966 0.0200874918827064 0.0 5.94897123e-08 0.0 6.6613201336e-10 51.049825 29.512044 8.297123 512 64 20878394554.02930464